{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": true,
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 640x480 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 绘制简单图形\n",
    "\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "\n",
    "# 生成数据\n",
    "x = np.arange(0, 6, 0.1)\n",
    "y = np.sin(x)\n",
    "# 绘制图形\n",
    "plt.plot(x, y)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 640x480 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# pyplot的功能\n",
    "\n",
    "\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# 生成数据\n",
    "x = np.arange(0, 6, 0.1)\n",
    "y1 = np.sin(x)\n",
    "y2 = np.cos(x)\n",
    "\n",
    "# 绘制图形\n",
    "plt.plot(x, y1, label=\"sin\")\n",
    "plt.plot(x, y2, linestyle=\"--\", label=\"cos\")    # 使用虚线绘制\n",
    "plt.xlabel(\"x\") # x轴标签\n",
    "plt.ylabel(\"y\") # y轴标签\n",
    "plt.title(\"sin & cos\")  # 标题\n",
    "plt.legend()\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 640x480 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 显示图形\n",
    "\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "from matplotlib.image import imread\n",
    "\n",
    "# 读取图像文件\n",
    "img = imread('../dataset/lena.png')\n",
    "\n",
    "# 显示图像\n",
    "plt.imshow(img)\n",
    "plt.axis('off')  # 关闭坐标轴\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}